---
title: "happy-llm vs transformers"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/datawhalechina-happy-llm-vs-huggingface-transformers"
tools: ["datawhalechina-happy-llm", "huggingface-transformers"]
---

# happy-llm vs transformers

Neutral, constraint-first comparison with live GitHub stats.

| | [happy-llm](/tools/datawhalechina-happy-llm.md) | [transformers](/tools/huggingface-transformers.md) |
| --- | --- | --- |
| Tagline | 📚 从零开始构建大模型 | 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models |
| Stars | 31,885 | 162,350 |
| Forks | 3,025 | 33,811 |
| Open issues | 62 | 2,457 |
| Language | Jupyter Notebook | Python |
| License | Other | Apache-2.0 |
| Categories | LLM Frameworks, Developer Tools | Model Training, Data & Retrieval, LLM Frameworks |

**Typed relationship:** happy-llm _(depends on)_ transformers

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=datawhalechina-happy-llm`](/api/graphcanon/graph?tool=datawhalechina-happy-llm)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_